Ramgarh Vishdhari Tiger Reserve - Camera trap analysis
This single-page report summarizes MegaDetector outputs, SpeciesNet labels, deleted-file cleanup, and the remaining wildlife review priorities for Ramgarh Vishdhari Tiger Reserve.
Pipeline at a glance
Project snapshot
File date range from metadata: 2020-11-06 00:35:40 to 2026-12-08 17:14:18. These are file modified timestamps, so they should be treated as operational metadata, not confirmed capture dates.
Trap locations
Each circle is a camera trap station, sized by MegaDetector animal frames and colored by forest range. Click any station for detector counts and top SpeciesNet labels.
Species heat maps
Select a species to see where detections concentrate across the reserve. The map spans the full report width and fits all stations where that species was detected.
Warmer colors mark denser detections; small dark dots mark stations with at least one detection.
Range-level coverage
All images are matched to camera trap metadata. Cards show how each range's images split between animal frames, empties, human activity, and any backlog still queued for detection.
SpeciesNet label breakdown
The table is searchable and sortable. It shows records, files still present, deleted files, and average confidence for every label. Bar colors group labels into wildlife, domestic, people and coarse categories.
Top SpeciesNet labels
Remaining file queue
| SpeciesNet label | Total | Files present | Files deleted | % kept | Avg confidence |
|---|
Wildlife signal retained
After cleanup, the remaining signal includes key RVTR species. Sensitive carnivore labels should be reviewed but preserved for station-level and temporal analysis.
tiger
leopard
golden jackal
jungle cat
Carnivores & small predators
Shown on their own scale so rare, high-value species stay readable.
Other named wildlife
These are model labels, not final ecological records. The next step is manual validation and station/time summarization. 7,175 named wildlife files remain on disk in total.